# A multi-agent ranking proximal policy optimization framework for bridge network life-cycle maintenance decision-making

> Research article (Structural and Multidisciplinary Optimization, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4404378588](https://www.wikidata.org/wiki/openalex:W4404378588)  
**Source**: https://4ort.xyz/entity/a-multi-agent-ranking-proximal-policy-optimization-framework-for-bridge-network-life-cycle-maintenance-decision-making